KMWorld Leader Group for 2026: The KM Leaders Circle

Knowledge graphs represent data as interconnected concepts, entities, events, and relationships to provide a comprehensive view of information, enabling organizations to uncover new insights, patterns,
and trends.

Knowledge management (KM) relies on people, processes, and technology to capture, create, organize, share, and utilize its collective knowledge to improve decision making, innovation, and productivity.

Retrieval-augmented generation (RAG) is the process of optimizing the output of a large language model (LLM), so it references an authoritative knowledgebase outside of its training data sources before generating a response.

A semantic layer creates a single source of truth that empowers both human users and AI applications to understand, access, and analyze information without needing deep technical expertise.